Statistical parameter

A statistical parameter or population parameter is an amount put into the probability distribution of a statistic or a random variable. It can be thought of as a numbered amount of a trait of a statistical population or a statistical model.

A statistical parameter is different from its estimator in that the parameter is a fixed amount, while the value of an estimator changes according to some probability distribution. The notations (for the parameter) and (for the estimator) are often used to clarify this distinction.

References

  1. ↑ Kotz, S.; et al., eds. (2006), "Parameter", Encyclopedia of Statistical Sciences, Wiley.
  2. ↑ Everitt, B. S.; Skrondal, A. (2010), The Cambridge Dictionary of Statistics, Cambridge University Press.
  3. ↑ "List of Probability and Statistics Symbols". Math Vault. 2020-04-26. Retrieved 2020-10-13.